Datasets:
add clarification on species/subspecies in segmentation split and reference to genera list
Browse files
README.md
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@@ -27,7 +27,7 @@ configs:
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- config_name: resized_images
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data_files:
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- "beetle_images_resized/*.jpg"
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- config_name:
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data_files:
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- "Separate_segmented_train_test_splits_80_20/*/*/*.jpg"
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- "metadata.csv"
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@@ -75,7 +75,7 @@ The individual images were segemented out based on scaling the elytra measuremen
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In `group_images` we have 577 images of multiple beetles in a reasonably regular pattern (see sample image below). Each of these images contains a centimeter-based scalebar and a barcode representing the sample (collection of beetles in the image). Each row in `BeetleMeasurements.csv` corresponds to a measurement of the elytra (length or width) of an individual beetle.
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`Separate_segmented_train_test_splits_80_20` contains individual images of
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<!-- Still to be added:
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The `individual_images` directory contains images of each individual segmented from the group images. These connect back to their group image based on the `individualID`.
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@@ -174,10 +174,10 @@ Segmentation was completed by adapting the elytra length and width annotations t
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**Separate_segmented_train_test_splits_80_20/metadata.csv**: metadata file for the segmented individuals in the `Separate_segmented_train_test_splits_80_20` folder.
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- `filename`: name of image file (`beetle_<number code>.png`).
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- `md5`: MD5 hash of the image (unique identifier).
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- `species`: species epithet of the beetle in the image.
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- `split`: `train` or `test`, 80\% of the images are in the training set.
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- `file_name`: path to the image from the `Separate_segmented_train_test_splits_80_20` folder to display in the dataset viewer.
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- `subset`: label given to this subset of the full image dataset (as selected in the viewer)
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**individual_metadata.csv**: This CSV was created for individual images that have not yet been added to this repository.
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- `individualID`: ID of beetle in the individual image (`<measureID_length>_<measureID_width>`). This is a unique identifier for this CSV.
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- config_name: resized_images
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data_files:
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- "beetle_images_resized/*.jpg"
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- config_name: "separate segmented splits"
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data_files:
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- "Separate_segmented_train_test_splits_80_20/*/*/*.jpg"
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- "metadata.csv"
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In `group_images` we have 577 images of multiple beetles in a reasonably regular pattern (see sample image below). Each of these images contains a centimeter-based scalebar and a barcode representing the sample (collection of beetles in the image). Each row in `BeetleMeasurements.csv` corresponds to a measurement of the elytra (length or width) of an individual beetle.
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`Separate_segmented_train_test_splits_80_20` contains individual images of 11 different species of beetles. There are 12 folders, but melanarius melanarius is a subspecies designation for melanarius, so it should not be considered a species distinction. These images are divided into an 80-20 train-test split, and further separated into subfolders based on their species (as shown below).
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<!-- Still to be added:
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The `individual_images` directory contains images of each individual segmented from the group images. These connect back to their group image based on the `individualID`.
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**Separate_segmented_train_test_splits_80_20/metadata.csv**: metadata file for the segmented individuals in the `Separate_segmented_train_test_splits_80_20` folder.
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- `filename`: name of image file (`beetle_<number code>.png`).
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- `md5`: MD5 hash of the image (unique identifier).
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- `species`: species epithet of the beetle in the image. _Note:_ melanarius melanarius is a subspecies designation of melanarius. Genera are as described [here](https://huggingface.co/datasets/imageomics/2018-NEON-beetles/discussions/18#67bcabad85e7281434139a8a), re-alignment is pending.
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- `split`: `train` or `test`, 80\% of the images are in the training set.
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- `file_name`: path to the image from the `Separate_segmented_train_test_splits_80_20` folder to display in the dataset viewer.
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- `subset`: label given to this subset of the full image dataset (as selected in the viewer): `separate segmented splits`.
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**individual_metadata.csv**: This CSV was created for individual images that have not yet been added to this repository.
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- `individualID`: ID of beetle in the individual image (`<measureID_length>_<measureID_width>`). This is a unique identifier for this CSV.
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